Triple

T18215986
Position Surface form Disambiguated ID Type / Status
Subject Amber Frey: Witness for the Prosecution E436159 entity
Predicate titleCharacter P9202 FINISHED
Object Amber Frey — NE NERFINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Amber Frey | Statement: [Amber Frey: Witness for the Prosecution, titleCharacter, Amber Frey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Amber Frey
Context triple: [Amber Frey: Witness for the Prosecution, titleCharacter, Amber Frey]
  • A. Amber Freeman
    Amber Freeman is a central character and one of the primary antagonists in the 2022 slasher film "Scream," serving as a new Ghostface killer in the franchise.
  • B. Amber Coffman
    Amber Coffman is an American singer, songwriter, and guitarist best known as a former member of the indie rock band Dirty Projectors and for her collaborations across indie and electronic music.
  • C. Amber Smith
    Amber Smith is a relative of American singer and actress Demi Lovato, known primarily for her family connection to the entertainer.
  • D. Amber Holt
    Amber Holt is a central teenage character in the television drama series "Parenthood," known for her rebellious yet sensitive nature and evolving family relationships.
  • E. Amber Stevens
    Amber Stevens is an American actress best known for her roles in television series like "Greek" and "The Carmichael Show," as well as films such as "22 Jump Street."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Amber Frey
Target entity description: Amber Frey is an American massage therapist and author best known for her role as a key witness in the murder trial of Scott Peterson.
  • A. Amber Freeman
    Amber Freeman is a central character and one of the primary antagonists in the 2022 slasher film "Scream," serving as a new Ghostface killer in the franchise.
  • B. Amber Coffman
    Amber Coffman is an American singer, songwriter, and guitarist best known as a former member of the indie rock band Dirty Projectors and for her collaborations across indie and electronic music.
  • C. Amber Smith
    Amber Smith is a relative of American singer and actress Demi Lovato, known primarily for her family connection to the entertainer.
  • D. Amber Holt
    Amber Holt is a central teenage character in the television drama series "Parenthood," known for her rebellious yet sensitive nature and evolving family relationships.
  • E. Amber Stevens
    Amber Stevens is an American actress best known for her roles in television series like "Greek" and "The Carmichael Show," as well as films such as "22 Jump Street."
  • F. None of above. chosen

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8b9103a8081908bbb0836fef10efd completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e47765a081908d0bbca1245f89ba completed April 19, 2026, 2:19 p.m.
Created at: April 10, 2026, 10:32 a.m.